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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.


Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    E

    EDHEC Business School

    Python and Machine Learning for Asset Management

    Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Machine Learning, Applied Machine Learning, Financial Modeling, Supervised Learning, Predictive Modeling, Risk Management, Feature Engineering, Unsupervised Learning, Regression Analysis, Statistical Methods, Computer Science, Dimensionality Reduction

    3.1
    Rating, 3.1 out of 5 stars
    ·
    332 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Object Oriented Design, User Story, Systems Engineering, Real-Time Operating Systems, Unsupervised Learning, Field-Programmable Gate Array (FPGA), New Product Development, Sustainable Business, Delegation Skills, Sampling (Statistics), Supplier Management, Failure Analysis, Computer Vision, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Statistical Modeling, Goal Setting, Database Design

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Product Analytics and AI

    Skills you'll gain: Customer Analysis, Analytics, Business Analytics, Demand Planning, Usability Testing, Product Management, Customer Insights, A/B Testing, Agile Methodology, User Experience, Data-Driven Decision-Making, Predictive Analytics, Data Science, Product Testing, Agile Software Development, Software Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    495 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, AWS SageMaker, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, Data Processing, AWS CloudFormation, AI Personalization, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    A

    Amazon Web Services

    Getting Started with Data Analytics on AWS

    Skills you'll gain: Descriptive Analytics, Analytics, Dashboard, Data Analysis, Exploratory Data Analysis, Amazon Web Services, Data-Driven Decision-Making, Data Visualization, Big Data, Cloud Security, Amazon S3, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    908 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Agile Technology Selection for Smarter Decisions

    Skills you'll gain: User Requirements Documents, Technology Strategies, Technology Solutions, Requirements Analysis, Agile Product Development, Agile Methodology, Business Requirements, Decision Making, Cross-Functional Team Leadership, Request for Proposal, Vendor Management, Team Management, Proposal Development, Product Demonstration, Return On Investment, Leadership, Procurement

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Drafting and Engineering Design, Design Specifications, Network Model, Engineering Analysis, Design, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

  • U

    Universidad Austral

    Finanzas Corporativas

    Skills you'll gain: Financial Statement Analysis, Financial Modeling, Corporate Finance, Finance, Financial Management, Financial Analysis, Income Statement, Balance Sheet, Capital Budgeting, Risk Analysis, Risk Management, Investment Management, Financial Forecasting, Cash Flows, Cost Benefit Analysis, Return On Investment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    522 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    MathWorks

    MATLAB Skills for the AI Era

    Skills you'll gain: Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, UI Components, Mathematical Modeling, Data Visualization, Interactive Design, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Data Processing, User Interface (UI) Design, Engineering Calculations, Programming Principles

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Power Apps Development: Tips, Tricks & Best Practices

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Project Planning, No-Code Development, Microsoft 365, Application Deployment, Requirements Analysis, Application Development, Application Lifecycle Management, Power BI, Business Logic, Microsoft Copilot, Solution Delivery, Microsoft Teams, Cloud Applications, Collaborative Software, Development Environment, Microsoft PowerPoint, Software Development, Microsoft Outlook

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Investments I: Fundamentals of Performance Evaluation

    Skills you'll gain: Investments, Finance, Portfolio Management, Business Valuation, Financial Modeling, Equities, Return On Investment, Financial Analysis, Asset Management, Microsoft Excel, Regression Analysis, Risk Analysis, Performance Analysis, Estimation, Cash Flows

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    926 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Managing Big Data with MySQL

    Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Data Modeling, Databases, Business Analytics, Big Data, Business Analysis, Data Analysis, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.1K reviews

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular predictive modeling courses

  • Python and Machine Learning for Asset Management : EDHEC Business School
  • Master of Science in Computer Science: University of Colorado Boulder
  • Product Analytics and AI: University of Virginia
  • Data Science Beyond the Basics (ML+DS): Coursera
  • Getting Started with Data Analytics on AWS: Amazon Web Services
  • Agile Technology Selection for Smarter Decisions: Packt
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Finanzas Corporativas: Universidad Austral
  • MATLAB Skills for the AI Era: MathWorks
  • Power Apps Development: Tips, Tricks & Best Practices: Packt

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